Run
7928355

Run 7928355

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0330987037212019
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight1.01607897187835
mlr.classif.xgboost(9)_subsample0.117888435418718
mlr.classif.xgboost(9)_colsample_bytree0.888307937188074
mlr.classif.xgboost(9)_colsample_bylevel0.313542929943651
mlr.classif.xgboost(9)_lambda0.0528690916907099
mlr.classif.xgboost(9)_alpha0.966717328650137
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2879
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.794
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5329
Cross-validation details (10-fold Crossvalidation)
KB relative information score
173.6306
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7996
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.802
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.802
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7318
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8091
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1333.1513
UserCPU time millis
40.409
UserCPU time millis testing
0.545
UserCPU time millis training
39.864